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Tag: Keras

Using Deep Learning for Classifying Mail Digits

Using Deep Learning for Classifying Mail Digits

Chris3 December 20203 December 2020Leave a comment
Deep Learning, the subset of Machine Learning which employs Deep Neural Networks for generating models, can be used for many...
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How to check if your Deep Learning model is underfitting or overfitting?

How to check if your Deep Learning model is underfitting or overfitting?

Chris1 December 202013 January 20212 Comments
Training a Deep Learning model means that you have to balance between finding a model that works, i.e. that has...
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One-Hot Encoding for Machine Learning with TensorFlow 2.0 and Keras

One-Hot Encoding for Machine Learning with TensorFlow 2.0 and Keras

Chris24 November 202020 January 20212 Comments
When you are training a Supervised Machine Learning model, you are effectively feeding forward data through the model, comparing the...
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Creating a Multilabel Neural Network Classifier with Tensorflow 2.0 and Keras

Creating a Multilabel Neural Network Classifier with Tensorflow 2.0 and Keras

Chris16 November 202020 January 2021Leave a comment
Neural networks can be used for a variety of purposes. One of them is what we call multilabel classification: creating...
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Working with Imbalanced Datasets with TensorFlow 2.0 and Keras

Working with Imbalanced Datasets with TensorFlow 2.0 and Keras

Chris10 November 202020 January 20211 Comment
Training your machine learning model or neural network involves exploratory research activities in order to estimate what your data looks...
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An introduction to TensorFlow.Keras callbacks

An introduction to TensorFlow.Keras callbacks

Chris10 November 202011 January 20211 Comment
Training a deep learning model is both simple and complex at the same time. It’s simple because with libraries like...
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Saying hello to TensorFlow 2.4.0

Saying hello to TensorFlow 2.4.0

Chris5 November 20205 November 20201 Comment
Although there are many approaches to creating deep learning models these days, TensorFlow is one of the most widely known...
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How to evaluate a TensorFlow 2.0 Keras model with model.evaluate

How to evaluate a TensorFlow 2.0 Keras model with model.evaluate

Chris3 November 202020 January 20213 Comments
Training a supervised machine learning model means that you want to achieve two things: firstly, a model that performs –...
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Your First Machine Learning Project with TensorFlow 2.0 and Keras

Your First Machine Learning Project with TensorFlow 2.0 and Keras

Chris26 October 202020 January 2021Leave a comment
A few years ago, some people argued that being a data scientist meant that you had the sexiest job of...
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Tutorial: building a Hot Dog – Not Hot Dog classifier with TensorFlow and Keras

Tutorial: building a Hot Dog – Not Hot Dog classifier with TensorFlow and Keras

Chris20 October 202026 October 20201 Comment
People who start with creating machine learning models, including the deep learning ones / neural networks that are popular today,...
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